Although they lost their match at WrestleMania III in 1987 to Valentine and Beefcake they did win the WWF Tag Team Titles later that year, albeit briefly. Jacques and Raymond upset The Hart Foundation for the titles at the Montreal Forum on August 10, 1987 but the championship was later returned since the challengers won the match after using Jimmy Hart's megaphone as a weapon. The title win was never mentioned on American TV.

After two years in the Federation, The Fabulous Rougeaus (Jacques and Raymond) turned heel when they participated in an angle in which the Canadian brothers were announced as "From Canada, but soon to relocate to the United States", and had an intentionally annoying entrance theme in which they sang (partly in French) about being "All-American Boys" as well as now having Jimmy Hart as their manager (The Rougeaus were also briefly billed as being from Memphis, Jimmy Hart's home city). They also waved tiny American flags, infuriating fans, who questioned their sincerity. Also, they would humorously attempt to start "USA!" chants, which lead to further negative fan "heat". According to Jacques, the widespread antipathy of American fans inspired Vince McMahon to turn them into villains. They would feud with The Killer Bees, The Hart Foundation (who had turned face in between), The Bushwhackers, and The Rockers during their heel run.

Raymond went into semi-retirement three months after SummerSlam in 1989. His last match was in the WWF was at the Royal Rumble in 1990, which the Rougeau Brothers lost to the Bushwackers. In late 1992, he replaced Edouard Carpentier as the play-by-play announcer for the French syndicated WWF programming distributed to Quebec, Europe and Africa. He could also be seen as an interviewer and a presenter on WWF programming in 1993 and 1994. He came out of retirement in 1996 to face Owen Hart in a Boxing match at the MontrealMolson Centre during a WWF house show. He left the WWF in early 2002 when they stopped producing French editions of their programming.

Rougeau now owns income management properties and has been active in city council politics since 2002; he was initially elected with 72% of the vote and was re-elected unopposed. He occasionally promotes wrestling shows in Montreal along with Jacques.

Rougeau has a son born in 1990.

In September 2011, Rougeau was credited with saving the life of a 77 year-old hunting friend who was lost in the woods, near Lac-Saint-Jean, Quebec for two days. Rougeau flew his own plane for the rescue mission after a police search did not lead to the man's being found.[2][3]